@AbhirupPal Yes, very different. With on-line chess you can play whenever you like (unless no opponents show up), at home, with music on, and friends around. With OTB chess there needs to be silence, and there is no pre-move.
And if you play in tournaments or team competition, your results may count for national rating or for FIDE rating, which can put some chess players under pressure.
It is also possible that you need to deal with unpleasant (grease) looking chess boards and with broken chess pieces. I remember that years ago I played at a chess club where it was not unusual that the knights would break in two when you tried to lift them up.
Actually, I have also played at a bigger chess club where once a year they had a material day, where all chess sets where checked by the chess players and the broken pieces would be taken to fix.
With on-line chess you can choose your favorite piece set and all looks smooth and shiny.
And OTB chess of course has the real life social interaction, whereas the Internet is not really the real life 3D experience.